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Advances in Knowledge Discovery and Data Mining [electronic resource] :10th Pacific-Asia Conference, PAKDD 2006, Singapore, April 9-12, 2006. Proceedings / edited by Wee-Keong Ng, Masaru Kitsuregawa, Jianzhong Li, Kuiyu Chang.

by Ng, Wee-Keong [editor.]; Kitsuregawa, Masaru [editor.]; Li, Jianzhong [editor.]; Chang, Kuiyu [editor.]; SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 3918Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006.Description: XXIV, 879 p. Also available online. online resource.ISBN: 9783540332077.Subject(s): Computer science | Database management | Information storage and retrieval systems | Multimedia systems | Artificial intelligence | Information systems | Computer Science | Artificial Intelligence (incl. Robotics) | Database Management | Information Storage and Retrieval | Probability and Statistics in Computer Science | Multimedia Information Systems | Computer Appl. in Administrative Data ProcessingDDC classification: 006.3 Online resources: Click here to access online
Contents:
Keynote Speech -- Invited Speech -- Classification -- Ensemble Learning -- Ensemble Learning -- Support Vector Machines -- Text and Document Mining -- Web Mining -- Graph and Network Mining -- Association Rule Mining -- Bio-data Mining -- Outlier and Intrusion Detection -- Privacy -- Relational Database -- Multimedia Mining -- Stream Data Mining -- Temporal Data Mining -- Temporal Data Mining -- Innovative Applications.
In: Springer eBooksSummary: This book constitutes the refereed proceedings of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2006, held in Singapore in April 2006. The 67 revised full papers and 33 revised short papers presented together with 3 invited talks or extended abstracts thereof were carefully reviewed and selected from 501 submissions. The papers are organized in topical sections on classification, ensemble learning, clustering, support vector machines, text and document mining, web mining, graph and network mining, association rule mining, bio-data mining, outlier and intrusion detection, privacy, relational database, multimedia mining, stream data mining, temporal data mining, novel algorithms, and innovative applications.
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Item type Current location Call number Status Date due Barcode
TJ210.2-211.495 (Browse shelf) Available
Long Loan MAIN LIBRARY
Q334-342 (Browse shelf) Available

Keynote Speech -- Invited Speech -- Classification -- Ensemble Learning -- Ensemble Learning -- Support Vector Machines -- Text and Document Mining -- Web Mining -- Graph and Network Mining -- Association Rule Mining -- Bio-data Mining -- Outlier and Intrusion Detection -- Privacy -- Relational Database -- Multimedia Mining -- Stream Data Mining -- Temporal Data Mining -- Temporal Data Mining -- Innovative Applications.

This book constitutes the refereed proceedings of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2006, held in Singapore in April 2006. The 67 revised full papers and 33 revised short papers presented together with 3 invited talks or extended abstracts thereof were carefully reviewed and selected from 501 submissions. The papers are organized in topical sections on classification, ensemble learning, clustering, support vector machines, text and document mining, web mining, graph and network mining, association rule mining, bio-data mining, outlier and intrusion detection, privacy, relational database, multimedia mining, stream data mining, temporal data mining, novel algorithms, and innovative applications.

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